[ { "FLOPS": "573M", "PARAMS": "7.5M", "Percentage correct": 97.9, "code_links": [ { "title": "human-analysis/neural-architecture-transfer", "url": "https://github.com/human-analysis/neural-architecture-transfer" } ], "date": "2020-05-12", "date2": 20200512, "model": "NAT-M4", "paper": { "title": "Neural Architecture Transfer", "url": "https://cknow.io/lib/39d85c0ca3544231" }, "paper_data_uoa": "39d85c0ca3544231" }, { "FLOPS": "436M", "PARAMS": "7.5M", "Percentage correct": 97.8, "code_links": [ { "title": "human-analysis/neural-architecture-transfer", "url": "https://github.com/human-analysis/neural-architecture-transfer" } ], "date": "2020-05-12", "date2": 20200512, "model": "NAT-M3", "paper": { "title": "Neural Architecture Transfer", "url": "https://cknow.io/lib/39d85c0ca3544231" }, "paper_data_uoa": "39d85c0ca3544231" }, { "FLOPS": "303M", "PARAMS": "5.1M", "Percentage correct": 97.2, "code_links": [ { "title": "human-analysis/neural-architecture-transfer", "url": "https://github.com/human-analysis/neural-architecture-transfer" } ], "date": "2020-05-12", "date2": 20200512, "model": "NAT-M2", "paper": { "title": "Neural Architecture Transfer", "url": "https://cknow.io/lib/39d85c0ca3544231" }, "paper_data_uoa": "39d85c0ca3544231" }, { "FLOPS": "240M", "PARAMS": "4.4M", "Percentage correct": 96.7, "code_links": [ { "title": "human-analysis/neural-architecture-transfer", "url": "https://github.com/human-analysis/neural-architecture-transfer" } ], "date": "2020-05-12", "date2": 20200512, "model": "NAT-M1", "paper": { "title": "Neural Architecture Transfer", "url": "https://cknow.io/lib/39d85c0ca3544231" }, "paper_data_uoa": "39d85c0ca3544231" }, { "Percentage correct": 88.8, "code_links": [ { "title": "xu-ji/IIC", "url": "https://github.com/xu-ji/IIC" }, { "title": "astirn/IIC", "url": "https://github.com/astirn/IIC" }, { "title": "jizongFox/DeepClusteringProject", "url": "https://github.com/jizongFox/DeepClusteringProject" } ], "date": "2019-03-26", "date2": 20190326, "model": "IIC", "paper": { "title": "Invariant Information Clustering for Unsupervised Image Classification and Segmentation", "url": "https://cknow.io/lib/1cdf48fa8680c832" }, "paper_data_uoa": "1cdf48fa8680c832" }, { "Percentage correct": 87.26, "code_links": [ { "title": "uoguelph-mlrg/Cutout", "url": "https://github.com/uoguelph-mlrg/Cutout" }, { "title": "barisozmen/deepaugment", "url": "https://github.com/barisozmen/deepaugment" }, { "title": "khanrc/pt.fractalnet", "url": "https://github.com/khanrc/pt.fractalnet" }, { "title": "etetteh/sota-data-augmentation-and-optimizers", "url": "https://github.com/etetteh/sota-data-augmentation-and-optimizers" }, { "title": "Ximilar-com/tf-image", "url": "https://github.com/Ximilar-com/tf-image" }, { "title": "LMaxence/Cifar10_Classification", "url": "https://github.com/LMaxence/Cifar10_Classification" }, { "title": "YaCpotato/B4ResearchDeepaugment", "url": "https://github.com/YaCpotato/B4ResearchDeepaugment" }, { "title": "dishen12/Cuout_modify", "url": "https://github.com/dishen12/Cuout_modify" }, { "title": "sour4bh/cifar-10", "url": "https://github.com/sour4bh/cifar-10" } ], "date": "2017-08-15", "date2": 20170815, "model": "Cutout", "paper": { "title": "Improved Regularization of Convolutional Neural Networks with Cutout", "url": "https://cknow.io/lib/5776e75da4897869" }, "paper_data_uoa": "5776e75da4897869" } ]